: Reducing unnecessary laser movements minimizes wear and tear on the machine's belts and motors. How to Use xTool Dedup
In the context of laser engraving and cutting, deduplication serves two primary purposes: xtool dedup
Duplicate data can silently corrupt analytics, waste storage, and degrade model performance. The xtool dedup command provides a fast, memory‑efficient way to remove duplicate lines from text files or streams – ideal for log cleaning, CSV preprocessing, or dataset normalization. : Reducing unnecessary laser movements minimizes wear and
For (e.g., 50+ GB), use --global --external to sort on disk and reduce memory footprint. or dataset normalization. For (e.g.